Markvia
Service · 01

AI Ads Technology

We use AI to generate, test, and optimise ad creative across paid social and search — at a tempo a human-only team can't match. The output is measurable: more variants tested per week, lower cost per result, faster learning loops.

What's inside

The full creative-to-measurement loop.

Creative generation, on-brand

Brand-tuned AI pipelines that generate ad copy, image, and short-form video variants — at volume, without losing the brand voice.

  • Tone, palette, and visual style locked from a brand book
  • Static, motion, and UGC-style outputs
  • Iterates against live performance data, not gut feel

Campaign optimisation

Always-on optimisation across Meta, Google, TikTok, and emerging channels. We treat the ad account as a system to be tuned, not a button to be pushed.

  • Audience and placement experimentation
  • Bid-strategy and budget reallocation cadence
  • Creative refresh cycles tied to fatigue signals

Measurement & attribution

Honest measurement: server-side tracking, incrementality tests, and reporting that maps to revenue — not vanity engagement metrics.

  • Server-side conversion events (CAPI / Enhanced Conversions)
  • Holdout-based incrementality measurement
  • Weekly report that names the metric and the next bet

Experimentation programme

Structured experimentation: hypothesis, test, read, repeat. We don't just "try things" — we run a programme.

  • Backlog of ranked hypotheses, refreshed weekly
  • Test-and-learn cadence with documented results
  • Wins propagated across the account; losses retired fast
Channels

Where the work runs.

We treat channels as substitutable — what wins is creative against the right audience, measured well.

Meta Ads
Google Ads
TikTok Ads
YouTube
LinkedIn Ads
Programmatic display
Reddit / X
Email & SMS